How R-CNN Works on Object Detection?
Author(s): Edward Ma Originally published on Towards AI. Introduction to Region with Convolutional Neural Networks (R-CNNs) Photo by Edward Ma on Unsplash Region with Convolutional Neural Network (R-CNN) is proposed by Girshick et al. in 2013. It changed the object detection field …
Tf.estimator, a Tensorflow High-level API
Author(s): Abhinav Prakash Originally published on Towards AI. Now Tensorflow 2.0 has been officially released and it’s having two high-level deep learning APIs.The first one is tf.keras and another one is tf.estimator. You can see the list of TensorFlow’s Python API in …
QWeb: Solving Web Navigation Problems using DQN
Author(s): Sherwin Chen Originally published on Towards AI. Simple Introduction to Web Navigation Problems Photo by Émile Perron on Unsplash Model reinforcement learning algorithms have achieved astonishing results in many real-world games, such as Alpha Go and OpenAI Five. In this article, …
Six Reasons Why We Need to Take a Collaborative Approach to AI Development
Author(s): Rudradeb Mitra Originally published on Towards AI. Courtesy: Flickr (This article is co-authored with Yang Gao and Michael Burkhardt) A century ago, in 1906, statistician Francis Galton showed the power of the crowd. At the International Exhibition in London, he asked …
Review: IEF — Iterative Error Feedback (Human Pose Estimation)
Author(s): Sik-Ho Tsang Originally published on Towards AI. A Review on IEF U+007C Towards AI Outperforms Tompson NIPS’14, and Tompson CVPR’15 Getting Better and Better From Left to Right With Iterative Error Feedback (IEF) In this story, IEF (Iterative Error Feedback), by …
How To Train Your AI Dragon (Safely, Legally And Without Bias)
Author(s): Charles Towers-Clark Originally published on Towards AI. How to source data correctly for AI algorithms and reduce bias-ness Just like the dragons in Dreamworks’ 2010 film ‘How to Train Your Dragon’, AI systems are often … [+] Dreamworks Animation Untrained dragons …
Unleashing New Weapons In The War On Fake News
Author(s): Charles Towers-Clark Originally published on Towards AI. Detecting fake news is getting more difficult as more false information pours onto the internet … [+] FREEPIK Now is the time to make facts great again. “Fake news,” the 2017 Collins word of …
AI Teaching Assistants, a Possibility or a Necessity?
Author(s): Ryan Lynch Originally published on Towards AI. Any student can tell you about a time (usually a few times) they’ve tried to catch a lecturer during office hours and couldn’t, or about an email they sent with a question last semester …
Scalable Efficient Deep-RL
Author(s): Sherwin Chen Originally published on Towards AI. Deficiency of Traditional Distributed RL Photo by Dawid Zawiła on Unsplash Traditional scalable reinforcement learning framework, such as IMPALA and R2D2, runs multiple agents in parallel to collect transitions, each with its own copy …
How AI and Circular Economy can save the Fashion industry
Author(s): Rudradeb Mitra Originally published on Towards AI. This article is co-authored with Pia-Maria Laux. A brief bio of the authors is at the end of the article. Let us look at some facts: By 2050 we will need 70% more food, …
Free ObjDetection API from EazyMind
Author(s): amr zaki Originally published on Towards AI. Object Detection Tutorial, Part I U+007C Towards AI This tutorial series goes through the different APIs that EazyMind (an Ai-As-A-Service platform) offers. EazyMind offers multiple AI services for Free; Obj Detection is one of …
AI for Good: An Exploratory Approach to Tackling Climate Change with Data Science
Author(s): Tadeusz Bara-Slupski Originally published on Towards AI. Technology and Climate Change Technology has been a tool that has brought unprecedented prosperity to humanity. It allowed us to extract resources, transform, and transport them with ever-increasing efficiency. It brought about the contemporary …
Autonomous Cars Can Predict How Selfish Your Driving Is
Author(s): Charles Towers-Clark Originally published on Towards AI. Self-driving cars could soon be able to classify you as a selfish or altruistic driver. While this might bruise some egos, researchers from MIT CSAIL claim that this will make autonomous vehicles (AVs) much …
History of AI; Labeling “AI” correctly; Excerpts from upcoming “AI Bill of Rights”
Author(s): Graff’s Place Originally published on Towards AI. History of AI: What is the difference between artificial intelligence and true intelligence? Artificial intelligence, to me, is when a group purposefully tries to make a single individual more intelligent. Before we can talk …
AI Nationalism. How to Stop Technological Fencing
Author(s): Anna Prist Originally published on Towards AI. A summary of the 96-page recent report on AI and militarist’s ideas on how to rethink technological competition and to prevent technological disaster Source: dribble, by Dalibor Pajic A short while ago, NSCAI (National …
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